Predicting early cessation of exclusive breastfeeding using machine learning techniques. by Freja Marie Nejsum, Rikke Wiingreen, Andreas Kryger Jensen, Ellen Christine Leth Løkkegaard, Bo Mølholm Hansen

“…<h4>Methods</h4>Utilizing a nationwide dataset from Statistics Denmark, including infants born between the 1st of January 2014 and the 31st of December 2015, we employed random forest machine learning to develop two predictive models. …”
Get full text

Cheating Detection in Online Exams Using Deep Learning and Machine Learning by Bahaddin Erdem, Murat Karabatak

“…For regression and classification, deep neural network (DNN) from deep learning algorithms and support vector machine (SVM), decision trees (DTs), k-nearest neighbor (KNN), random forest (RF), logistic regression (LR), and extreme gradient boosting (XGBoost) algorithms from machine learning algorithms were used. …”
Get full text

A Novel Rapeseed Mapping Framework Integrating Image Fusion, Automated Sample Generation, and Deep Learning in Southwest China by Ruolan Jiang, Xingyin Duan, Song Liao, Ziyi Tang, Hao Li

“…The NeXt-TDNN model showed an overall accuracy (OA) of 90.12% and a mean Intersection over Union (mIoU) of 81.96% in Santai County, outperforming other models such as random forest, XGBoost, and UNet-LSTM. These results highlight the effectiveness of the proposed automatic rapeseed mapping framework in accurately identifying rapeseed. …”
Get full text

Genetic parameters for lifetime productivity in Holstein and Brown Swiss dairy cows in Honduras by Karen Alessa Copas-Medina, Manuel Valladares-Rodas, Juan José Baeza-Rodríguez, José Candelario Segura-Correa, Juan Magaña-Monforte

Get full text

Hybrid Learning Model for intrusion detection system: A combination of parametric and non-parametric classifiers by C. Rajathi, P. Rukmani

“…As a base learning model K-Nearest Neighbors (KNN), Decision Tree (DT), Random Forest (RF), Gradient Boosting Machine (GBM), and Support Vector Classification with Radial Basis Function (SVC-RBF), are adopted from a non-parametric classifier group. …”
Get full text

Uso de suelo del sector primario desde la perspectiva del consumo en México (2018). Un enfoque multisectorial de insumo-producto by Lilian Albornoz Mendoza, Alfonso Mercado García, David Mendoza Tinoco

“…Para ello, se asignan datos sobre áreas del uso de suelo para la producción agrícola, pecuaria, forestal y acuícola a las actividades económicas primarias representadas en la matriz de insumo-producto de 2018 del país. …”
Get full text

A Novel Pyroptosis-Based Prognostic Model Correlated with the Parainflammatory Immune Microenvironment of Pancreatic Cancer by Kong-kong Wei, Zhi-xing Du, Jun-ge Deng, Jin-wei Yang, Hao Chen

“…The candidate genes were determined using LASSO Cox regression and random forest analyses. A risk model was developed with the TCGA dataset and validated with the ICGC dataset. …”
Get full text

ANALYSIS OF AIR QUALITY IN TELEORMAN BY MEANS OF BIOMONITORS-LICHENS by Cernat POPA

“…In carrying out the study, I ordered the selection of the area, namely Teleorman county - in 5 urban points, the sampling of lichen samples from the Troianul Forest - Teleorman, their transplantation in 5 measurement points on the bark of some trees at a height of 1.50 m and their application with natural resin and the exposure period is 30 days between October 11, 2021 and November 11, 2021. …”
Get full text

Evidence of Second Canal between Permanent Mandibular Central and Lateral Incisors in China; a Systematic Review on CBCT Studies by Nyan M. Aung, Kyaw K. Myint

“…The proportion of the second canal with its confidence interval and forest plot for the meta-analyses were calculated. …”
Get full text

An assessment of the capacity and responsiveness of a national system to address the threat of invasive species: a systems approach by F. Williams, K. L. Constantine, A. A. Ali, T. W. Karanja, S. Kibet, E. K. Lingeera, G. Muthike, I. Rwomushana, J. Godwin, R. Day

Get full text

Vacuum electrospray deposition for face-on orientation and interface preservation in organic photovoltaics by Younjoo Lee, Junkyeong Jeong, Kwanwook Jung, Jeihyun Lee, Yungsik Youn, Soohyung Park, Hyunbok Lee, Yeonjin Yi

Get full text

Understanding the Impacts of Recurrent Peat Fires in Padang Island – Riau Province, Indonesia by Ari Susanti, Oka Karyanto, Agus Affianto, Ismail Ismail, Satyawan Pudyatmoko, Trias Aditya, Haerudin Haerudin, Hendra Arditya Nainggolan

Get full text

Genetic diversity assessed in Ethiopian highland bamboo [Oldeania alpina (K. Schum) Stapleton] populations revealed by microsatellite markers by Muhamed Adem, Oumer Abdie, Tileye Feyissa, Dereje Beyene

“…Methods The study relied on 150 DNA samples representing 15 O.alpina populations collected across major O.alpina harboring forests of Ethiopia. Following total genomic DNA isolation SSR primer screening was conducted using PCR, gel electrophoreses, gel doc imaging, allele scoring, and statistical analysis. …”
Get full text

Biodiversité et viabilité de l'agriculture paysanne dans la Réserve de Biosphère Sierra de Manantlán, Mexique by Enrique J. Jardel Peláez, Sergio H. Graf Montero, Eduardo Santana C., Ricardo Ávila Palafox

“…But peasant farming systems, of which depends the maintenance of agro-biodiversity, have undergone a process of transformation due to : cultural, economic, social and demographic changes in agrarian communities, economic development policies, pressures on the commercial exploitation of natural resources (mineral, forest and phytogenetic resources) and new forms of marginalization. …”
Get full text

Use of building wastes and red mud as CO2 sorbent and catalyst for the production of hydrogen by Despina Vamvuka, Stavroula Panagiotidou, Agapi Orfanoudaki

“…Selected materials were forest and agricultural wastes as feedstocks, as well as demolition wastes from construction activities and red mud (RM) waste from the aluminum industry as a novel CO2 sorbent and catalyst, respectively. …”
Get full text

Improving Multiday Solar Wind Speed Forecasts by H. A. Elliott, C. N. Arge, C. J. Henney, M. A. Dayeh, G. Livadiotis, J.‐M. Jahn, C. E. DeForest

Get full text

RETRACTED ARTICLE: An intelligent dynamic cyber physical system threat detection system for ensuring secured communication in 6G autonomous vehicle networks by Shanthalakshmi M, Ponmagal R S

“…The proposed Intelligent Intrusion Detection System (IIDS) employs a combination of advanced learning techniques, including Data Fusion, One-Class Support Vector Machine, Random Forest, and k-Nearest Neighbor, to improve detection accuracy. …”
Get full text

Exploration and comparison of the effectiveness of swarm intelligence algorithm in early identification of cardiovascular disease by Tiantian Bai, Mengru Xu, Taotao Zhang, Xianjie Jia, Fuzhi Wang, Xiuling Jiang, Xing Wei

“…The results showed that random forest, extreme gradient boosting, adaptive boosting and k-nearest neighbor models performed best on the combined dataset (weighted score of 1), where the feature set consisted of 9 key features selected by the cuckoo search algorithm when the population size was 25; while on the Framingham dataset, the k-nearest neighbor model performed best (weighted score of 0.92), and its feature set was derived from 10 features selected by the whale optimization algorithm when the population size was 50. …”
Get full text

Prediction of Visual Acuity after anti-VEGF Therapy in Diabetic Macular Edema by Machine Learning by Ying Zhang, Fabao Xu, Zhenzhe Lin, Jiawei Wang, Chao Huang, Min Wei, Weibin Zhai, Jianqiao Li

“…The ensemble algorithm (linear regression + random forest regressor) performed best in VA and VA variance predictions. …”
Get full text

Impact of Land Degradation on Irish Potato Production in Hamurwa Sub-County Rubanda District. by Ahimbisibwe, Columbus

“…This should be done along with good husbandry practices such as crop rotation, and rotational grazing to avoid exhausting a particular plot of land in a short period, which in most cases forces people to exhaust land, there is a need for policymaking concerning land use through a forestation thus discouraging or reducing deforestation and there should education of masses should be encouraged relating to the efficient use of land use practices on Irish potato production through sensitizing people on dangers of destroying agricultural and its related effects.…”
Get full text